Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 0.242174 0.270392 0.302072 0.340583 0.386551 0.440204 0.508381
2025-07-27 0.208205 0.248391 0.298220 0.366025 0.458352 0.583677 0.774400
2025-08-03 0.182535 0.227933 0.288326 0.377764 0.513115 0.722566 1.101600
2025-08-10 0.160793 0.207292 0.272333 0.374921 0.543581 0.834887 1.453194
2025-08-17 0.139972 0.184236 0.248238 0.353614 0.537318 0.881705 1.713221
2025-08-24 0.125636 0.168343 0.231895 0.340598 0.540561 0.946004 2.063678
2025-08-31 0.115984 0.158068 0.222451 0.336773 0.558805 1.047848 2.616135
2025-09-07 0.108869 0.150759 0.216554 0.337703 0.586114 1.182752 3.457249
2025-09-14 0.100025 0.139894 0.203553 0.323515 0.578354 1.227475 4.038268
2025-09-21 0.092814 0.130992 0.192884 0.312056 0.573876 1.280302 4.778046
2025-09-28 0.087736 0.125094 0.186697 0.308274 0.586045 1.389365 6.131253
2025-10-05 0.087137 0.126393 0.193038 0.330304 0.666648 1.775248 11.393987
2025-10-12 0.085798 0.126517 0.197625 0.350423 0.752824 2.286336 25.320456
2025-10-19 0.083817 0.125411 0.199901 0.366295 0.835569 2.911645 72.505623
2025-10-26 0.081140 0.122859 0.199139 0.375172 0.902078 3.583745 321.375686
2025-11-02 0.077384 0.118096 0.193569 0.371608 0.926970 4.062378 2783.929187
2025-11-09 0.072178 0.110397 0.181528 0.350385 0.883477 3.988929 10549.973746
2025-11-16 0.068220 0.104748 0.173198 0.337493 0.867295 4.133223 NaN
2025-11-23 0.065462 0.101127 0.168685 0.333705 0.884370 4.617480 NaN
2025-11-30 0.063356 0.098572 0.166130 0.334620 0.920648 5.409050 NaN
2025-12-07 0.060075 0.093662 0.158334 0.320615 0.892074 5.438604 NaN
2025-12-14 0.057247 0.089470 0.151788 0.309302 0.872221 5.563534 NaN
2025-12-21 0.055255 0.086753 0.148174 0.305567 0.884201 6.172937 NaN